Aspects of the present invention describe a method and apparatus for automating quality control for gene expression data. A computer based device receives gene expression data associated with a spectral species and genetic sample in each well of a plate. Gene expression data may be received from a sequence detection instrument performing one or more gene expression related operations for each of the wells of the plate. The computer based device identifies gene expression data determined to have anomalous characteristics according to a set of one or more quality control metrics and may conditionally flag one or more wells of the plate affected by the anomalous characteristics. Filters can then be selectively applied to temporarily or permanently remove the flagged data from subsequent gene expression studies.
Stephen J. Gunstream - San Francisco CA, US David C. Woo - Foster City CA, US John P. Bodeau - San Mateo CA, US Mark A. McCoy - Foster City CA, US
Assignee:
Applied Biosystems, LLC - Carlsbad CA
International Classification:
G01N 21/25
US Classification:
356417
Abstract:
Methods and systems for processing signals to minimize the effects of dye crosstalk. Deconvolution of multiplexed dye signals can include corrections for residual error determined from experimental measurements. Residual error corrections can account for reaction or assay specific factors and modify the subsequent filtering of signals. Correction values can be determined for specific dye-probe conjugates to minimize dye crosstalk and may be combined with residual error correction to further minimize errors in spectral deconvolution. Apparatus, systems, and computer-readable media can process signals and modify filters based on values obtained using the methods.
Kevin E. Keller - Sunnyvale CA, US Steven D. McKenney - Seattle WA, US Paul E. Misener - Great Falls VA, US David Y. Woo - Seattle WA, US Gregg Elliott Zehr - Seattle WA, US
Assignee:
Amazon Technologies, Inc. - Reno NV
International Classification:
G06F 1/26
US Classification:
713310, 713300, 713320
Abstract:
A computing device may operate in various modes, which may include a full operational mode and a reduced operational mode. When operating in the reduced operational mode, the computing device may reduce power, reduce radiation output, and/or power off various components to achieve operation in accordance with an operational policy. While operating in the reduced operational mode, the computing device may restrict user access to or adjustment of the impacted components thereby preventing the user from restoring the computing device to the full operational mode, at least temporarily. In some aspects, the device may initiate or terminate the reduced operational mode in response to a signal from a beacon, parameters from a monitored environment, or in response to user commands. In various aspects, the device may provide messaging to inform the user about the modes of operation.
Automatic Threshold Setting And Baseline Determination For Real-Time Pcr
David Woo - Foster City CA, US Clinton Lewis - Palo Alto CA, US Nasser Abbasi - San Mateo CA, US
Assignee:
Applied Biosystems, LLC - Carlsbad CA
International Classification:
G01N 33/48
US Classification:
702 19
Abstract:
The invention discloses a system and methods for quantitating the presence of nucleic acid sequences by evaluation of amplification data generated using real-time PCR. In one aspect, the methods may be adapted to identify a threshold and threshold cycle for one or more reactions based upon evaluation of exponential and baseline regions for each amplification reaction. The methodology used in the analysis may be readily automated such that subjective user interpretation of the data is substantially reduced or eliminated.
Interface Method And System For Genetic Analysis Data
Madhu Augustine - Foster City CA, US David Woo - Foster City CA, US Jacob Burghardt - Seattle WA, US
International Classification:
G06F 17/00
US Classification:
707104100
Abstract:
Aspects of the present invention describe a method and apparatus for viewing and interfacing with gene expression on a computer device. A computer based device interfaces with gene the expression data by representing a plate having one or more wells and their contents with a matrix of elements addressable along at least two-dimensions. Each of the elements in the matrix are processed and then distinguished based upon their passing and failing one or more metrics for gene expression data. The interface displays those values associated with the distinguished elements in the matrix using colors, shapes and symbols. Depending on the results, some of the elements in the matrix may be flagged and then filtered from the data set. Remaining gene expression values not filtered from the matrix of elements are displayed and processed further.
Robust Detection Of Variability In Multiple Sets Of Data
Chengyong Yang - Foster City CA, US David C. Woo - Foster City CA, US
Assignee:
Applera Corporation - Foster City CA
International Classification:
G06F 17/18 G01N 33/48 G01D 18/00
US Classification:
702179, 702 19, 702 85
Abstract:
The present teachings comprise systems and methods for calibrating the background or baseline signal in a PCR or other reaction. The background signal derived from detected emissions of sample wells can be subjected to a normalized statistical metric, and be compared to a threshold or other standard to discard outlier cycles or other extraneous data. According to various embodiments, a relative standard deviation (relativeSTD) for the background component can be generated by dividing the standard deviation by the median of differences across all wells, where the difference is defined as the difference between maximum and minimum pixel values of a well. The relativeSTD as a metric is not sensitive to machine-dependent variations in absolute signal output that can be caused by different gain settings, different LED draw currents, different optical paths, or other instrumental variations. More accurate background characterization can be achieved.
Basecaller With Dilated Convolutional Neural Network
A method of automatically sequencing or basecalling one or more DNA (deoxyribonucleic acid) molecules of a biological sample is described. The method comprises using a capillary electrophoresis genetic analyzer to measure the biological sample to obtain at least one input trace comprising digital data corresponding to fluorescence values for a plurality of scans. Scan labelling probabilities for the plurality of scans are generated using a trained artificial neural network comprising a plurality of layers including convolutional layers. A basecall sequence comprising a plurality of basecalls for the one or more DNA molecules based on the scan labelling probabilities for the plurality of scans is determined.
Methods And Systems For A Digital Pcr Experiment Designer
- Carlsbad CA, US Thomas Wessel - Pleasanton CA, US David C. Woo - Foster City CA, US Marcin Sikora - Burlingame CA, US Gordon A. Janaway - Castro Valley CA, US Shweta Raizada - Southfield MI, US Joanna Lankester - San Carlos CA, US Jeffrey A. Marks - Mountain View CA, US Daniel Wessel - Pleasanton CA, US
International Classification:
G16B 25/20 G16B 25/00 G16B 40/00 C12Q 1/686
Abstract:
A computer-implemented method for designing a digital PCR (dPCR) experiment is provided. The method includes receiving, from a user, a selection of optimization type. The optimization type may be maximizing the dynamic range, minimizing the number of substrates including reaction sites needed for the experiment, determining a dilution factor, or determining the lower limit of detection, for example. The method further includes receiving, from the user, a precision measure for an experiment, and a minimum concentration of a target in a reaction site for the experiment. The method also includes determining a set of dPCR experiment design factors for the experiment based on the optimization type. The set of dPCR experiment design factors is then displayed to the user.
Medicine Doctors
Dr. David H Woo, Walnut Creek CA - MD (Doctor of Medicine)
Dr. Woo graduated from the New York University School of Medicine in 1999. He works in Concord, CA and specializes in Vascular & Interventional Rad. Dr. Woo is affiliated with John Muir Medical Center Concord and John Muir Medical Center Walnut Creek.
Bladder Cancer Erectile Dysfunction (ED) Benign Prostatic Hypertrophy Calculus of the Urinary System Kidney Cancer
Languages:
English Spanish
Description:
Dr. Woo graduated from the Vanderbilt University School of Medicine in 1997. He works in Gainesville, GA and 1 other location and specializes in Urology. Dr. Woo is affiliated with Chatuge Regional Hospital, Northeast Georgia Medical Center and St Mary Sacred Heart.
John Muir Medical Center, Walnut Creek Campus
1601 Ygnacio Valley Rd, Walnut Creek, CA 94598 Bay Imaging Consultants
175 Lennon Ln, Walnut Creek, CA 94598 Interventional Radiology
1600 Divisadero St, San Francisco, CA 94115
Magnolia Audio Video Sep 2008 - Apr 2013
Associate System Designer
Sprint Nov 2005 - Mar 2007
Manager
Compusa May 2005 - Nov 2005
Sales
Good Guys Feb 1997 - May 2005
Multimedia Consultant
Rent-A-Center 1995 - 1997
Store Manager
Education:
Chabot College
Skills:
Consumer Electronics Home Theater Sound Home Automation Video Customer Experience Crestron Cabling Sales Product Management Home Networking Av Mobile Technology Retail Computer Hardware Profit Sales Operations Digital Signage Control Systems Design Video Conferencing Store Management Projectors Product Marketing Access Control Competitive Analysis Merchandising Surveillance Wireless Product Development Amx Professional Audio Income Statement Sales Management P&L Management Control 4 System Design Automation Telepresence Integration Inventory Management Loss Prevention Trade Shows Lighting Control Electronics Low Voltage Audio Engineering Cctv Lighting Multi Channel Retail Acoustics
Montreal, Quebec, CanadaAccomplished Senior Executive providing dynamic, “hands on” leadership to technology-based companies in complex environments. Exceptionally strong record of... Accomplished Senior Executive providing dynamic, “hands on” leadership to technology-based companies in complex environments. Exceptionally strong record of accomplishment in managing projects on time and on budget, building business relationship, developing supply chain, establishing and...
Piedmont Avenue Elementary School Oakland CA 1971-1978, Gallinas Elementary School San Rafael CA 1975-1976, Westlake Middle School Oakland CA 1978-1981
Karen Lespierre, Jean Kalicki, Emily Glaser, Robin Walker, Lynette Gandy, Gabriel Atchison, Jinx Carpenter, Howard Kahn, Ethan Balk, Ben Fishkin, Pamela Krupnick
David Woo of the SOMA Pilipinas Cultural Heritage District said in statement that what this Task Force has done is political gerrymandering that completely ignores hundreds of hours of public comment. I applaud the Elections Commission for taking steps to ensure their appointees are acting without
Date: Apr 07, 2022
Category: U.S.
Source: Google
Foreign Investors' Love Affair With Mexico Ignores Populist's Rise
Im bullish on Mexico because I am very bullish on Nafta, said David Woo, Bank of Americas head of global rates, foreign exchange and EM fixed-income strategy and economics. While investors should look to sell after an agreement is reached, Woo said he expects the peso and local bonds to rally
Many of the bonds the ECB buys are likely to come from foreign investors, according to David Woo, a strategist at Bank of America Merrill Lynch. That could lead to as much as 10 billion worth of euro selling against other currencies every month, he said.
Date: Mar 10, 2015
Category: Business
Source: Google
Oil heading for $30, currency war coming: Analysts
"At this point, FX volatility has become the prime driver in global volatility. You cannot make any investment decisions without actually understanding which way the dollar is basically heading," said David Woo, Bank of America Merrill Lynch's head of global rates and currencies research.
Date: Feb 05, 2015
Category: Business
Source: Google
ECB's Bond Purchases Will Bring U.S. Closer to Raising Rates
Looser monetary policies in Europe and Japan allay concern that Fed increases will create a vacuum in global liquidity, David Woo, the head of global rates and currencies at Bank of America in New York, said by phone on Jan. 23. All else being equal, the Feds going to be more hawkish than dovish
While the dollar has regained more than half the ground it has lost since Oct. 3, when it hit a six-year high just below 110. David Woo, head of global rates and currencies research at Bank of America Merrill Lynch, said he expects the dollar to end the year around 108, its current level.
Though it's impossible to attach a definitive dollar amount, expect gross domestic product to dip this quarter due to the winter, said David Woo, head of Global Rates and Currencies Research at BofA Merrill Lynch Global Research.
Date: Feb 11, 2014
Source: Google
Bitcoin can be major commerce tool: Bank of America
The virtual currency, which has been growing in popularity and value, could benefit from its low transaction costs and as an alternative to cash, according to a report on Thursday by David Woo, a foreign exchange strategist, and other analysts at Merrill Lynch.
Date: Dec 06, 2013
Category: Business
Source: Google
Flickr
Googleplus
David Woo
Work:
San Francisco State University - Academic Coordinator (2001)
Education:
San Francisco State University - Public Administration, San Francisco State University - Counseling, San Francisco State University - History, City College of San Francisco - General Education
Tagline:
Right now, its all about Nate...
David Woo
Work:
Brooks Brothers
Education:
California State University, Fullerton - Business Entrepreneurship
Tagline:
You'll never sing the same if your teeth aren't your own...
David Woo
Education:
University of Washington, Interlake High School - IB Diploma
David Woo
Work:
Pompadour Mfg Ltd - Director
Education:
University of Toronto - Innis
David Woo
Work:
Logica
Education:
University of Nottingham
David Woo
Education:
Troy High School
Relationship:
Single
About:
Korean.
David Woo
Education:
Academy of Art University - Motion Picture and Television
David Woo
Education:
UT Austin - Computer Science
Youtube
The Real Winners and Losers in the Russia-Ukr...
The Russia-Ukraine war is remaking globalization. Which countries will...
Duration:
12m 16s
Is Taiwan the next Ukraine ? | David Woo
Ukraine was a political football between Washington and Moscow before ...
Duration:
11m 26s
This Is What The Fed Will Do | David Woo
On today's episode of The Macro Trading Floor, Andreas and Alfonso wel...
Duration:
56m 30s
Three Bold Predictions for 2020 From BofA Mer...
Dec.05 -- David Woo, Bank of America Merrill Lynch head of global rate...
Duration:
5m 46s
Could Housing Crash the Global Economy? | Ric...
As central banks hike interest rates and the global economy struggles,...
Duration:
37m 33s
I.M.F*cked (guest: David Woo) - Market Huddle...
In this episode, Patrick Ceresna and Kevin Muir welcome former Wall St...